Multivariate spatial models for lattice data in complex surveys

• Kevin Watjou ^[1] ; Faes, C. ^[1]
  1. [1] University of Hasselt

     University of Hasselt

     Arrondissement Hasselt, Bélgica

     
• Localización: Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain / Itziar Irigoien Garbizu (ed. lit.), Dae-Jin Lee (ed. lit.), Joaquín Martínez Minaya (ed. lit.), María Xosé Rodríguez Álvarez (ed. lit.), 2020, ISBN 978-84-1319-267-3, págs. 254-258
• Idioma: inglés
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• Resumen

  • When performing an analysis of a spatial health survey it often interesting to investigate multiple diseases. Furthermore, the correlation between these diseases could provide valuable information when analysing the data. We propose a joint spatial model which incorporates the survey weights in the modeling process while taking into account the correlation structure between the diseases.